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Background Measurement for improvement is an integral component of quality improvement (QI) trainings and demonstrates whether a change resulted in an improvement. Despite its critical role, the development of measurement for improvement skills for QI is relatively under-explored. Purpose To explore the training, curricular and contextual factors that influence the development of measurement for improvement skills in healthcare professionals. Methods This is a retrospective, qualitative, multiple case study design, based on two QI collaboratives. Trainees and trainers from these programmes participated in semi-structured interviews. A framework drawing on the Kirkpatrick’s evaluation model and the Model for Understanding Success in Quality (MUSIQ) model was developed. The interviews were analysed based on a three-step qualitative thematic analysis method. Results A total of 21 participants were interviewed (15 trainees and 6 trainers). Six themes emerged in the analysis of trainee interviewees: impact of differences in job role and hierarchical levels, narrow conception of QI, knowledge disparity between trained and untrained staff, balancing the benefits and burdens of measurement, early adopters of QI driving change and supportive and engaged leadership. Themes in trainer perspectives were knowledge and understanding of measurement, application of PDSA approach to programme design, balancing consistency with adaptation to context, and attributes of sites receptive to change as predictors of development of measurement for improvement skills in staff. Conclusion Training alone does not determine the development, sustainability and spread of measurement and QI skills. Instead, it is influenced by a combination of curricular, training, and contextual support structures. Training programmes should be aware of the impact of job role and hierarchy, increased knowledge disparity between trained and untrained staff and trainees equating QI to bundle implementation while designing programmes. Similarly, organisational support through leaders, encouraging staff who have an interest in measurement and a culture receptive to QI also supports development of measurement skills. The study highlights the need for trainees, trainers, and organisations to work together in balancing the benefits and burdens of measurement, leading to sustainable skill development in line with international best practices.

Factors influencing measurement for improvement skills in healthcare staff: trainee, and trainer perspectives